Overview

Dataset info

Number of variables22
Number of observations3142
Missing cells62 (0.1%)
Duplicate rows0 (0.0%)
Total size in memory540.1 KiB
Average record size in memory176.0 B

Variables types

Numeric20
Categorical0
Boolean0
Date0
URL0
Text (Unique)0
Rejected2
Unsupported0

Warnings

aIPBRatioToPopulation has 2736 (87.1%) zeros Zeros
airQuality has 2592 (82.5%) zeros Zeros
bicycleUsageRate has 816 (26.0%) zeros Zeros
bicycleUsageRate has 62 (2.0%) missing values Missing
lIBNonVRRatioToPopulation has 425 (13.5%) zeros Zeros
lIBVRRatioToPopulation has 1014 (32.3%) zeros Zeros
lodgingInventoryBucketNonVacationalRental has 425 (13.5%) zeros Zeros
lodgingInventoryBucketVacationalRental has 1014 (32.3%) zeros Zeros
STATEFP is highly correlated with geoid (ρ = 0.99997546) Rejected
totalPopulation is highly correlated with medianHouseHoldIncome (ρ = 0.9667724881) Rejected
waterUsage has 91 (2.9%) zeros Zeros

Variables

AERAFEmployementRatio
Numeric

Distinct count3132
Unique (%)99.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean17.83443535
Minimum0
Maximum100
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile7.966000037
Q113.02923797
Median16.92267526
Q320.90122018
95-th percentile30.36841066
Maximum100
Range100
Interquartile range7.871982209

Descriptive statistics

Standard deviation7.892620724
Coef of variation0.4425495155
Kurtosis10.71403794
Mean17.83443535
MAD5.419897605
Skewness2.164717695
Sum56035.79587
Variance62.29346189
Memory size24.6 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 3.89039776 5.94765334 8.30709026 9.85664867 ... 26.44003898 30.39195359 36.08097884 56.05115848 100. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
21.57894737 2 0.1%
 
9.872721018 2 0.1%
 
9.921355112 2 0.1%
 
11.33141072 2 0.1%
 
15.03322894 2 0.1%
 
13.48684211 2 0.1%
 
13.69057084 2 0.1%
 
13.46378767 2 0.1%
 
12.69349845 2 0.1%
 
0 2 0.1%
 
Other values (3122) 3122 99.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2 0.1%
 
1.580570547 1 < 0.1%
 
1.934367792 1 < 0.1%
 
1.973684211 1 < 0.1%
 
2.012961508 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
100 1 < 0.1%
 
75.39196411 1 < 0.1%
 
74.66763795 1 < 0.1%
 
69.48114968 1 < 0.1%
 
68.1859688 1 < 0.1%
 

aIPBRatioToPopulation
Numeric

Distinct count407
Unique (%)13.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.5188831452
Minimum0
Maximum100
Zeros (%)87.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile2.910318863
Maximum100
Range100
Interquartile range0

Descriptive statistics

Standard deviation2.844657924
Coef of variation5.482270816
Kurtosis520.5585219
Mean0.5188831452
MAD0.9112486366
Skewness17.95942077
Sum1630.330842
Variance8.092078703
Memory size24.6 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000000e+00 1.27077691e-02 1.83079140e+00 3.26020665e+00 7.36805765e+00 1.79417345e+01 3.04078229e+01 1.00000000e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 2736 87.1%
 
0.4374077304 1 < 0.1%
 
3.116107047 1 < 0.1%
 
2.670331556 1 < 0.1%
 
13.59057803 1 < 0.1%
 
7.417535946 1 < 0.1%
 
1.94982047 1 < 0.1%
 
1.034422563 1 < 0.1%
 
0.5385753852 1 < 0.1%
 
5.178318375 1 < 0.1%
 
Other values (397) 397 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2736 87.1%
 
0.02541553825 1 < 0.1%
 
0.02997429798 1 < 0.1%
 
0.03097332162 1 < 0.1%
 
0.05183012956 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
100 1 < 0.1%
 
48.3995585 1 < 0.1%
 
33.86972194 1 < 0.1%
 
26.9459238 1 < 0.1%
 
25.80854007 1 < 0.1%
 

airQuality
Numeric

Distinct count106
Unique (%)3.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.414449395
Minimum0
Maximum19.4
Zeros (%)82.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile8.7
Maximum19.4
Range19.4
Interquartile range0

Descriptive statistics

Standard deviation3.219895173
Coef of variation2.276430096
Kurtosis3.621232189
Mean1.414449395
MAD2.33370645
Skewness2.132772648
Sum4444.2
Variance10.36772493
Memory size24.6 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 1.3 3.3 4.65 6.05 7.35 8.95 10.55 14.85 19.4 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 2592 82.5%
 
8.3 24 0.8%
 
8 18 0.6%
 
7.9 17 0.5%
 
7.7 17 0.5%
 
8.2 16 0.5%
 
8.4 16 0.5%
 
8.9 16 0.5%
 
8.1 15 0.5%
 
7 14 0.4%
 
Other values (96) 397 12.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 2592 82.5%
 
2.6 1 < 0.1%
 
2.7 1 < 0.1%
 
3.2 1 < 0.1%
 
3.4 2 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
19.4 1 < 0.1%
 
18.6 1 < 0.1%
 
17.7 1 < 0.1%
 
17.6 1 < 0.1%
 
17.3 1 < 0.1%
 

bicycleUsageRate
Numeric

Distinct count1900
Unique (%)60.5%
Missing (%)2.0%
Missing (n)62
Infinite (%)0.0%
Infinite (n)0
Mean19.85430834
Minimum0
Maximum100
Zeros (%)26.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median13.94268846
Q331.14004601
95-th percentile63.18351943
Maximum100
Range100
Interquartile range31.14004601

Descriptive statistics

Standard deviation21.61139316
Coef of variation1.088498919
Kurtosis1.437565932
Mean19.85430834
MAD17.08886141
Skewness1.301954803
Sum61151.26969
Variance467.0523143
Memory size24.6 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 816 26.0%
 
100 23 0.7%
 
33.33333333 13 0.4%
 
50 12 0.4%
 
14.28571429 11 0.4%
 
25 9 0.3%
 
20 9 0.3%
 
18.18181818 8 0.3%
 
16.66666667 8 0.3%
 
28.57142857 7 0.2%
 
Other values (1889) 2164 68.9%
 
(Missing) 62 2.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 816 26.0%
 
0.2207505519 1 < 0.1%
 
0.2770083102 1 < 0.1%
 
0.3129890454 1 < 0.1%
 
0.3571428571 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
100 23 0.7%
 
97.4025974 1 < 0.1%
 
97.36308316 1 < 0.1%
 
95.23809524 1 < 0.1%
 
95.03546099 1 < 0.1%
 

COUNTYFP
Numeric

Distinct count324
Unique (%)10.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean103.5728835
Minimum1
Maximum840
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile7
Q135
Median79
Q3133
95-th percentile298.9
Maximum840
Range839
Interquartile range98

Descriptive statistics

Standard deviation107.70406
Coef of variation1.039886661
Kurtosis11.3675668
Mean103.5728835
MAD70.45740326
Skewness2.840168775
Sum325426
Variance11600.16454
Memory size24.6 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 1. 5.5 6.5 11.5 12.5 ... 197.5 229.5 322. 515. 840. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5 49 1.6%
 
1 49 1.6%
 
3 49 1.6%
 
9 48 1.5%
 
13 47 1.5%
 
7 47 1.5%
 
15 46 1.5%
 
11 46 1.5%
 
19 45 1.4%
 
17 45 1.4%
 
Other values (314) 2671 85.0%
 

Minimum 5 values

ValueCountFrequency (%) 
1 49 1.6%
 
3 49 1.6%
 
5 49 1.6%
 
6 1 < 0.1%
 
7 47 1.5%
 

Maximum 5 values

ValueCountFrequency (%) 
840 1 < 0.1%
 
830 1 < 0.1%
 
820 1 < 0.1%
 
810 1 < 0.1%
 
800 1 < 0.1%
 

CustomerSatisfactionAvgReviewRating
Numeric

Distinct count287
Unique (%)9.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean4.267188097
Minimum2.15
Maximum5
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2.15
5-th percentile3.875
Q14.2
Median4.255
Q34.41
95-th percentile4.6
Maximum5
Range2.85
Interquartile range0.21

Descriptive statistics

Standard deviation0.2406976964
Coef of variation0.05640662912
Kurtosis8.290185976
Mean4.267188097
MAD0.165388309
Skewness-1.580525494
Sum13407.505
Variance0.05793538104
Memory size24.6 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[2.15 3.2225 3.2625 3.4675 3.7475 ... 4.5975 4.6825 4.7425 4.7575 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
4.2 584 18.6%
 
4.25 104 3.3%
 
4.415 44 1.4%
 
4.375 41 1.3%
 
4.5 39 1.2%
 
4.315 37 1.2%
 
4.75 36 1.1%
 
4.32 33 1.1%
 
4.335 33 1.1%
 
4.45 33 1.1%
 
Other values (277) 2158 68.7%
 

Minimum 5 values

ValueCountFrequency (%) 
2.15 1 < 0.1%
 
2.265 1 < 0.1%
 
2.75 5 0.2%
 
2.875 1 < 0.1%
 
2.93 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5 5 0.2%
 
4.945 1 < 0.1%
 
4.93 1 < 0.1%
 
4.89 1 < 0.1%
 
4.885 1 < 0.1%
 

CustomerSatisfactionAvgStarRating
Numeric

Distinct count210
Unique (%)6.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.772529267
Minimum1
Maximum4
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile2
Q12.6
Median2.8
Q33
95-th percentile3.19
Maximum4
Range3
Interquartile range0.4

Descriptive statistics

Standard deviation0.3292726818
Coef of variation0.118762563
Kurtosis1.699441656
Mean2.772529267
MAD0.2484839076
Skewness-0.2168153059
Sum8711.286957
Variance0.108420499
Memory size24.6 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[1. 1.5 2.065 2.15 2.235 ... 3.405 3.475 3.51 3.925 4. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3 762 24.3%
 
2.5 232 7.4%
 
2 195 6.2%
 
2.67 167 5.3%
 
2.75 110 3.5%
 
2.33 68 2.2%
 
2.8 64 2.0%
 
2.6 64 2.0%
 
2.83 50 1.6%
 
2.71 44 1.4%
 
Other values (200) 1386 44.1%
 

Minimum 5 values

ValueCountFrequency (%) 
1 1 < 0.1%
 
2 195 6.2%
 
2.13 1 < 0.1%
 
2.17 6 0.2%
 
2.2 6 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
4 22 0.7%
 
3.85 1 < 0.1%
 
3.83 1 < 0.1%
 
3.82 1 < 0.1%
 
3.75 3 0.1%
 

familiesUnderPovertyScale
Numeric

Distinct count3140
Unique (%)99.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean77.66510783
Minimum34.12664636
Maximum100
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum34.12664636
5-th percentile63.83661934
Q173.85087855
Median78.61085639
Q382.4841462
95-th percentile88.3714231
Maximum100
Range65.87335364
Interquartile range8.633267647

Descriptive statistics

Standard deviation7.503240848
Coef of variation0.09661019031
Kurtosis2.215735676
Mean77.66510783
MAD5.630727446
Skewness-0.888111194
Sum244023.7688
Variance56.29862322
Memory size24.6 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 34.12664636 52.804555 58.38564047 65.88119434 68.8048335 ... 85.03115039 87.04399083 90.39792158 93.92785496 100. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
80.52120893 2 0.1%
 
84.10924891 2 0.1%
 
62.43495266 1 < 0.1%
 
81.30609855 1 < 0.1%
 
75.00125135 1 < 0.1%
 
75.87240449 1 < 0.1%
 
73.06883643 1 < 0.1%
 
82.52701708 1 < 0.1%
 
72.0273032 1 < 0.1%
 
80.41917418 1 < 0.1%
 
Other values (3130) 3130 99.6%
 

Minimum 5 values

ValueCountFrequency (%) 
34.12664636 1 < 0.1%
 
36.93505904 1 < 0.1%
 
42.39983383 1 < 0.1%
 
42.87517512 1 < 0.1%
 
43.1479566 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
100 1 < 0.1%
 
99.65832318 1 < 0.1%
 
98.0103972 1 < 0.1%
 
97.76087427 1 < 0.1%
 
97.56408795 1 < 0.1%
 

geoid
Numeric

Distinct count3142
Unique (%)100.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean30383.64927
Minimum1001
Maximum56045
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1001
5-th percentile5093.1
Q118177.5
Median29176
Q345080.5
95-th percentile53062.9
Maximum56045
Range55044
Interquartile range26903

Descriptive statistics

Standard deviation15162.50837
Coef of variation0.4990351304
Kurtosis-1.098053508
Mean30383.64927
MAD13054.5569
Skewness-0.07966181271
Sum95465426
Variance229901660.2
Memory size24.6 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 1001. 1132. 2014.5 2286. 4002. ... 54108. 55002. 55140. 56002. 56045. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
47103 1 < 0.1%
 
28035 1 < 0.1%
 
28033 1 < 0.1%
 
28031 1 < 0.1%
 
28029 1 < 0.1%
 
28027 1 < 0.1%
 
48415 1 < 0.1%
 
28025 1 < 0.1%
 
28023 1 < 0.1%
 
5147 1 < 0.1%
 
Other values (3132) 3132 99.7%
 

Minimum 5 values

ValueCountFrequency (%) 
1001 1 < 0.1%
 
1003 1 < 0.1%
 
1005 1 < 0.1%
 
1007 1 < 0.1%
 
1009 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
56045 1 < 0.1%
 
56043 1 < 0.1%
 
56041 1 < 0.1%
 
56039 1 < 0.1%
 
56037 1 < 0.1%
 

lIBNonVRRatioToPopulation
Numeric

Distinct count2703
Unique (%)86.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2.462512466
Minimum0
Maximum100
Zeros (%)13.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10.4955847397
Median1.483587001
Q32.851868508
95-th percentile8.593529739
Maximum100
Range100
Interquartile range2.356283768

Descriptive statistics

Standard deviation4.13778881
Coef of variation1.680311823
Kurtosis130.6893548
Mean2.462512466
MAD2.127512599
Skewness8.165588871
Sum7737.214167
Variance17.12129624
Memory size24.6 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000000e+00 5.38602489e-03 4.03435042e-02 2.26900275e+00 3.28318659e+00 ... 5.70769572e+00 1.15720897e+01 2.07138452e+01 3.92646272e+01 1.00000000e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 425 13.5%
 
3.533175685 2 0.1%
 
1.801375854 2 0.1%
 
2.03841421 2 0.1%
 
1.489969106 2 0.1%
 
9.837970434 2 0.1%
 
2.414486922 2 0.1%
 
2.303042515 2 0.1%
 
3.257245448 2 0.1%
 
3.278829604 2 0.1%
 
Other values (2693) 2699 85.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 425 13.5%
 
0.01077204977 1 < 0.1%
 
0.02101289257 1 < 0.1%
 
0.02316790164 1 < 0.1%
 
0.02467954805 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
100 1 < 0.1%
 
64.51662562 1 < 0.1%
 
46.29404617 1 < 0.1%
 
39.65170332 1 < 0.1%
 
38.87755102 1 < 0.1%
 

lIBVRRatioToPopulation
Numeric

Distinct count2116
Unique (%)67.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.365931507
Minimum0
Maximum100
Zeros (%)32.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0.3855209686
Q31.435689713
95-th percentile5.331483861
Maximum100
Range100
Interquartile range1.435689713

Descriptive statistics

Standard deviation3.958270019
Coef of variation2.897853955
Kurtosis283.861261
Mean1.365931507
MAD1.565502055
Skewness14.09323467
Sum4291.756795
Variance15.66790155
Memory size24.6 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000000e+00 3.96864992e-03 6.96445275e-02 3.30446218e-01 8.53376113e-01 ... 7.00675015e+00 1.05821221e+01 1.54617676e+01 3.47304826e+01 1.00000000e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1014 32.3%
 
1.390853586 2 0.1%
 
1.569984856 2 0.1%
 
6.396373709 2 0.1%
 
1.607103312 2 0.1%
 
6.83457109 2 0.1%
 
1.824625257 2 0.1%
 
0.3794612845 2 0.1%
 
0.7598572027 2 0.1%
 
1.291278424 2 0.1%
 
Other values (2106) 2110 67.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1014 32.3%
 
0.007937299831 1 < 0.1%
 
0.015483184 1 < 0.1%
 
0.01707108542 1 < 0.1%
 
0.01818493014 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
100 1 < 0.1%
 
89.01291453 1 < 0.1%
 
77.52306023 1 < 0.1%
 
72.8524308 1 < 0.1%
 
35.06045346 1 < 0.1%
 

lodgingInventoryBucketNonVacationalRental
Numeric

Distinct count20
Unique (%)0.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean10.73201782
Minimum0
Maximum20
Zeros (%)13.5%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q16
Median12
Q316
95-th percentile20
Maximum20
Range20
Interquartile range10

Descriptive statistics

Standard deviation6.362206317
Coef of variation0.5928247997
Kurtosis-1.092005832
Mean10.73201782
MAD5.441691204
Skewness-0.2988767515
Sum33720
Variance40.47766922
Memory size24.6 KiB
Histogram
Histogram with fixed size bins (bins=20)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 3. 4.5 5.5 ... 11.5 12.5 13.5 19.5 20. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 425 13.5%
 
4 296 9.4%
 
12 227 7.2%
 
7 227 7.2%
 
15 213 6.8%
 
20 195 6.2%
 
19 192 6.1%
 
8 192 6.1%
 
17 181 5.8%
 
10 176 5.6%
 
Other values (10) 818 26.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 425 13.5%
 
1 14 0.4%
 
2 11 0.4%
 
4 296 9.4%
 
5 38 1.2%
 

Maximum 5 values

ValueCountFrequency (%) 
20 195 6.2%
 
19 192 6.1%
 
18 160 5.1%
 
17 181 5.8%
 
16 164 5.2%
 

lodgingInventoryBucketVacationalRental
Numeric

Distinct count20
Unique (%)0.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean8.299172502
Minimum0
Maximum20
Zeros (%)32.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median7
Q315
95-th percentile20
Maximum20
Range20
Interquartile range15

Descriptive statistics

Standard deviation7.531844268
Coef of variation0.9075415973
Kurtosis-1.439007645
Mean8.299172502
MAD6.749730252
Skewness0.2889876633
Sum26076
Variance56.72867808
Memory size24.6 KiB
Histogram
Histogram with fixed size bins (bins=20)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 3. 4.5 5.5 ... 9.5 12.5 14.5 19.5 20. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1014 32.3%
 
20 374 11.9%
 
4 327 10.4%
 
7 216 6.9%
 
8 132 4.2%
 
12 125 4.0%
 
15 125 4.0%
 
19 118 3.8%
 
10 107 3.4%
 
17 103 3.3%
 
Other values (10) 501 15.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1014 32.3%
 
1 25 0.8%
 
2 23 0.7%
 
4 327 10.4%
 
5 34 1.1%
 

Maximum 5 values

ValueCountFrequency (%) 
20 374 11.9%
 
19 118 3.8%
 
18 101 3.2%
 
17 103 3.3%
 
16 88 2.8%
 

medianHouseHoldIncome
Numeric

Distinct count3139
Unique (%)99.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean4211499.595
Minimum24821
Maximum430490928
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum24821
5-th percentile144727
Q1439080.25
Median966737
Q32464818
95-th percentile17954721.95
Maximum430490928
Range430466107
Interquartile range2025737.75

Descriptive statistics

Standard deviation14497404.87
Coef of variation3.442337947
Kurtosis288.169787
Mean4211499.595
MAD5239274.538
Skewness13.14778115
Sum1.323253173e+10
Variance2.101747479e+14
Memory size24.6 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[2.48210000e+04 3.84330000e+04 1.58307000e+05 4.26054000e+05 8.14303000e+05 ... 1.48865610e+07 2.63586110e+07 5.94441330e+07 1.33279326e+08 4.30490928e+08], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
77569 2 0.1%
 
96250 2 0.1%
 
375221 2 0.1%
 
317439 1 < 0.1%
 
1383757 1 < 0.1%
 
4749054 1 < 0.1%
 
154704 1 < 0.1%
 
583002 1 < 0.1%
 
718252 1 < 0.1%
 
64853 1 < 0.1%
 
Other values (3129) 3129 99.6%
 

Minimum 5 values

ValueCountFrequency (%) 
24821 1 < 0.1%
 
32404 1 < 0.1%
 
32422 1 < 0.1%
 
38250 1 < 0.1%
 
38616 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
430490928 1 < 0.1%
 
251737657 1 < 0.1%
 
157172031 1 < 0.1%
 
156529389 1 < 0.1%
 
135686668 1 < 0.1%
 

minorityPopulationRatio
Numeric

Distinct count3138
Unique (%)99.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean14.320714
Minimum0.4342773098
Maximum100
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.4342773098
5-th percentile1.516192041
Q13.041150696
Median6.886645442
Q318.77413148
95-th percentile53.0904541
Maximum100
Range99.56572269
Interquartile range15.73298078

Descriptive statistics

Standard deviation17.1208616
Coef of variation1.195531284
Kurtosis3.842639594
Mean14.320714
MAD12.63926023
Skewness1.974040623
Sum44995.6834
Variance293.1239019
Memory size24.6 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0.43427731 1.02890748 1.47276322 2.56553966 4.1264958 ... 35.17028357 48.06765253 67.29028039 88.37116939 100. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.483780809 2 0.1%
 
1.853756104 2 0.1%
 
2.341528071 2 0.1%
 
2.391006789 2 0.1%
 
15.06750337 1 < 0.1%
 
21.48300937 1 < 0.1%
 
2.552434421 1 < 0.1%
 
3.08076874 1 < 0.1%
 
22.73059225 1 < 0.1%
 
16.59058998 1 < 0.1%
 
Other values (3128) 3128 99.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0.4342773098 1 < 0.1%
 
0.4856009919 1 < 0.1%
 
0.5308433203 1 < 0.1%
 
0.645187025 1 < 0.1%
 
0.6733122997 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
100 1 < 0.1%
 
99.39599701 1 < 0.1%
 
94.98852195 1 < 0.1%
 
93.10139435 1 < 0.1%
 
91.76568503 1 < 0.1%
 

STATEFP
Highly correlated

This variable is highly correlated with geoid and should be ignored for analysis

Correlation0.99997546

structureBuiltYearBefore1939Ratio
Numeric

Distinct count3139
Unique (%)99.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean26.98375779
Minimum0
Maximum100
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile3.990889246
Q110.46551484
Median20.43332234
Q341.16768635
95-th percentile65.89109915
Maximum100
Range100
Interquartile range30.70217152

Descriptive statistics

Standard deviation20.20045372
Coef of variation0.7486152918
Kurtosis-0.2288428357
Mean26.98375779
MAD16.96293732
Skewness0.8348501793
Sum84782.96699
Variance408.0583303
Memory size24.6 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 0.96064339 4.30016332 15.24972323 24.40834226 48.26309336 63.43873256 72.70969441 85.55556898 100. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
48.806126 2 0.1%
 
44.06108597 2 0.1%
 
12.13697313 2 0.1%
 
6.215345731 1 < 0.1%
 
18.5756202 1 < 0.1%
 
44.83690352 1 < 0.1%
 
14.02752559 1 < 0.1%
 
2.656011195 1 < 0.1%
 
49.09204052 1 < 0.1%
 
23.92471966 1 < 0.1%
 
Other values (3129) 3129 99.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1 < 0.1%
 
0.4512015631 1 < 0.1%
 
0.469984917 1 < 0.1%
 
0.5324602534 1 < 0.1%
 
0.5404057969 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
100 1 < 0.1%
 
98.70659169 1 < 0.1%
 
94.90810118 1 < 0.1%
 
92.73321583 1 < 0.1%
 
92.38502087 1 < 0.1%
 

totalEmployedInOwnBusinesRate
Numeric

Distinct count3133
Unique (%)99.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean12.30415062
Minimum0
Maximum100
Zeros (%)0.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile4.07123801
Q17.866011558
Median10.76982793
Q315.0307384
95-th percentile25.24991015
Maximum100
Range100
Interquartile range7.16472684

Descriptive statistics

Standard deviation7.240927911
Coef of variation0.5884947391
Kurtosis13.74718675
Mean12.30415062
MAD5.044311773
Skewness2.462716018
Sum38659.64126
Variance52.43103701
Memory size24.6 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 2.45047628 4.3228122 6.83089831 12.31471413 ... 21.78504557 26.82537413 33.49755546 50.36664783 100. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 6 0.2%
 
8.703192747 2 0.1%
 
3.154285714 2 0.1%
 
11.68597827 2 0.1%
 
13.14285714 2 0.1%
 
9.217382444 1 < 0.1%
 
10.07401399 1 < 0.1%
 
11.0116771 1 < 0.1%
 
11.07556788 1 < 0.1%
 
6.729058082 1 < 0.1%
 
Other values (3123) 3123 99.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 6 0.2%
 
0.2959732623 1 < 0.1%
 
0.4423032622 1 < 0.1%
 
0.587755102 1 < 0.1%
 
0.6010452962 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
100 1 < 0.1%
 
68.42511685 1 < 0.1%
 
64.82271121 1 < 0.1%
 
62.20527046 1 < 0.1%
 
59.52131638 1 < 0.1%
 

totalPopulation
Highly correlated

This variable is highly correlated with medianHouseHoldIncome and should be ignored for analysis

Correlation0.9667724881

unEmployementRate
Numeric

Distinct count3128
Unique (%)99.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean23.69259935
Minimum0
Maximum100
Zeros (%)0.3%
Mini histogram

Quantile statistics

Minimum0
5-th percentile7.900701106
Q116.53996766
Median22.62536644
Q329.38464567
95-th percentile42.17396773
Maximum100
Range100
Interquartile range12.84467801

Descriptive statistics

Standard deviation11.0200942
Coef of variation0.4651281203
Kurtosis4.229084566
Mean23.69259935
MAD8.172402471
Skewness1.228083999
Sum74442.14716
Variance121.4424762
Memory size24.6 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 4.46932185 8.98513272 12.21437827 16.71453561 ... 36.74668145 42.4208722 48.37241971 63.20419351 100. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 8 0.3%
 
8.847991352 2 0.1%
 
12.31048704 2 0.1%
 
25.58394224 2 0.1%
 
3.957686188 2 0.1%
 
11.84899968 2 0.1%
 
12.27817605 2 0.1%
 
24.53741014 2 0.1%
 
25.69110539 1 < 0.1%
 
18.59407407 1 < 0.1%
 
Other values (3118) 3118 99.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 8 0.3%
 
0.8775884203 1 < 0.1%
 
1.046646174 1 < 0.1%
 
1.121281178 1 < 0.1%
 
1.160886361 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
100 1 < 0.1%
 
93.98677741 1 < 0.1%
 
90.13362769 1 < 0.1%
 
88.27559875 1 < 0.1%
 
88.18422823 1 < 0.1%
 

vacantHousingUnitsRatio
Numeric

Distinct count3141
Unique (%)> 99.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean21.20183577
Minimum3.521508094
Maximum100
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum3.521508094
5-th percentile7.321098846
Q112.42339891
Median17.95421241
Q326.24585225
95-th percentile47.18727809
Maximum100
Range96.47849191
Interquartile range13.82245334

Descriptive statistics

Standard deviation12.73893806
Coef of variation0.6008412763
Kurtosis4.126048547
Mean21.20183577
MAD9.369977781
Skewness1.720924979
Sum66616.16799
Variance162.280543
Memory size24.6 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 3.52150809 4.92074576 7.8387173 21.04104504 25.48282165 30.89781522 38.83747801 52.91177907 70.27634215 100. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
15.18768279 2 0.1%
 
17.27920523 1 < 0.1%
 
29.98463732 1 < 0.1%
 
9.855759749 1 < 0.1%
 
28.05816282 1 < 0.1%
 
21.60379237 1 < 0.1%
 
9.109105101 1 < 0.1%
 
10.17155072 1 < 0.1%
 
20.75276361 1 < 0.1%
 
17.45048288 1 < 0.1%
 
Other values (3131) 3131 99.6%
 

Minimum 5 values

ValueCountFrequency (%) 
3.521508094 1 < 0.1%
 
3.596262297 1 < 0.1%
 
3.621891007 1 < 0.1%
 
3.855908019 1 < 0.1%
 
4.099767036 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
100 1 < 0.1%
 
94.84296842 1 < 0.1%
 
93.88749363 1 < 0.1%
 
91.48280028 1 < 0.1%
 
91.29228311 1 < 0.1%
 

waterUsage
Numeric

Distinct count1266
Unique (%)40.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean12.22749523
Minimum0
Maximum1256.44
Zeros (%)2.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.08
Q10.8025
Median2.25
Q36.9675
95-th percentile48.291
Maximum1256.44
Range1256.44
Interquartile range6.165

Descriptive statistics

Standard deviation46.55201787
Coef of variation3.807158949
Kurtosis241.471965
Mean12.22749523
MAD15.96011616
Skewness12.71515
Sum38418.79
Variance2167.090368
Memory size24.6 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000e+00 5.00000e-03 7.15000e-01 1.47500e+00 3.02500e+00 ... 7.30600e+01 1.41455e+02 2.50590e+02 4.62045e+02 1.25644e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 91 2.9%
 
0.37 15 0.5%
 
0.81 15 0.5%
 
0.53 14 0.4%
 
0.67 14 0.4%
 
0.21 13 0.4%
 
0.24 13 0.4%
 
0.04 13 0.4%
 
0.48 13 0.4%
 
0.55 12 0.4%
 
Other values (1256) 2929 93.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0 91 2.9%
 
0.01 12 0.4%
 
0.02 7 0.2%
 
0.03 10 0.3%
 
0.04 13 0.4%
 

Maximum 5 values

ValueCountFrequency (%) 
1256.44 1 < 0.1%
 
834.08 1 < 0.1%
 
776.54 1 < 0.1%
 
561.79 1 < 0.1%
 
466.55 1 < 0.1%
 

Correlations

Missing values

Sample

First rows

AERAFEmployementRatioaIPBRatioToPopulationairQualitybicycleUsageRateCOUNTYFPCustomerSatisfactionAvgReviewRatingCustomerSatisfactionAvgStarRatingfamiliesUnderPovertyScalegeoidlIBNonVRRatioToPopulationlIBVRRatioToPopulationlodgingInventoryBucketNonVacationalRentallodgingInventoryBucketVacationalRentalmedianHouseHoldIncomeminorityPopulationRatioSTATEFPstructureBuiltYearBefore1939RatiototalEmployedInOwnBusinesRatetotalPopulationunEmployementRatevacantHousingUnitsRatiowaterUsage
016.4986180.00.03.69318214.1852.25000080.59783410010.9789140.28852210.04.0163880322.91279315.0900898.1222185560118.6840649.8117493.64
122.7241290.00.023.14335134.4152.88000076.17260110030.4992940.36790120.020.0475260911.67685713.93842118.11054221802221.00697135.10084323.67
214.8290780.00.00.00000053.8702.71000067.89924110052.8438220.64475313.04.077750053.091933113.0219518.6519452488142.85281026.4409643.23
310.3839320.00.00.00000074.2002.00000070.72152510070.9719390.0000004.00.063230923.593705110.5290871.9564062240023.88053524.9697335.18
411.1127630.00.00.00000094.2002.00000081.01389310090.3764080.0000004.00.016564712.92384917.8922009.1287565784019.89424315.77417656.86
511.9940480.00.00.000000114.2002.93478366.51581310110.0000001.5823740.04.022658877.431756121.1319429.8646161013844.30225723.6426812.11
617.3515740.00.00.000000134.2002.86000076.72853810133.3188150.00000012.00.069488349.844178116.8528996.2214711968032.76202626.2968232.28
720.4038330.00.02.873563154.1102.67000080.21672010150.8573150.00000018.00.0383412424.304313111.0784809.86709511427739.03384818.02503725.25
812.9495220.00.00.000000174.3602.33000077.02901910171.2953400.4772318.04.0125273544.525342121.7581757.7656373361525.02703721.0354574.20
913.2103040.00.00.000000194.6252.00000092.59065210191.4635832.3109217.015.08088935.65104417.0237607.0949202603219.56644537.6743583.20

Last rows

AERAFEmployementRatioaIPBRatioToPopulationairQualitybicycleUsageRateCOUNTYFPCustomerSatisfactionAvgReviewRatingCustomerSatisfactionAvgStarRatingfamiliesUnderPovertyScalegeoidlIBNonVRRatioToPopulationlIBVRRatioToPopulationlodgingInventoryBucketNonVacationalRentallodgingInventoryBucketVacationalRentalmedianHouseHoldIncomeminorityPopulationRatioSTATEFPstructureBuiltYearBefore1939RatiototalEmployedInOwnBusinesRatetotalPopulationunEmployementRatevacantHousingUnitsRatiowaterUsage
313213.8962860.0000000.00.000000274.4852.5069.3345745602715.9547740.0000007.00.01195152.8184385670.3051219.47043323881.52995327.2690641.00
313329.4245278.9721734.130.932203294.6002.6783.800957560293.5266092.73532019.020.013095932.7360185612.94221314.9400982932412.65086617.5941343.17
313426.7600310.0000000.075.862069314.3252.6085.987753560318.8956343.27733914.07.04132552.9058965637.62730510.556391856613.03502725.2309071.56
313523.9087890.0000007.265.151515334.1702.5781.344583560333.0605161.32653917.010.011716963.4240875631.83554823.1111203023312.68527913.3696934.55
313616.7806180.0000005.673.134328354.6102.8968.816658560357.7652095.72173314.014.03077653.0591925611.40068442.36842198139.31243552.7840452.21
313722.0777806.1113565.415.023474374.2852.6775.678053560372.1492780.65210317.07.023243824.3674875620.76882112.6524784305116.94852315.65969711.37
313861.41758317.7317563.760.937500394.5003.3066.667259560394.7163103.47517620.020.010658033.457548565.55570130.081649230817.09532341.3125087.78
313921.6996270.0000000.032.031250414.2302.4278.245393560414.0220140.00000015.00.09491333.0630255619.07571716.0031732029921.35418217.7420593.90
314015.8660340.0000000.041.428571434.3502.7580.566005560436.9027993.56039110.07.03782073.4684915614.33632827.100946788524.8663669.7159720.09
314113.6905710.0000000.042.307692454.4903.0084.444514560458.5935744.60516911.08.02701494.7228835622.11871611.210353696712.06569112.1165701.02